OpenCodePapers

time-series-forecasting-on-ettm2-96-1

Time Series AnalysisTime Series Forecasting
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PaperCodeMSEMAEModelNameReleaseDate
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition✓ Link0.1530.240xPatch2024-12-23
LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting✓ Link0.1560.243LTBoost (drop_last=false)2024-10-21
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting✓ Link0.162PRformer2024-08-20
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting✓ Link0.162DiPE-Linear2024-11-26
Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting✓ Link0.163SCNN2023-05-22
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping✓ Link0.1640.253RLinear2023-05-18
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting✓ Link0.1640.255TSMixer2023-06-14
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.168MoLE-DLinear2023-12-11
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting✓ Link0.1810.264TEFN2024-05-10
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